Python for Probability, Statistics, and Machine Learning

This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are p...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Unpingco, José (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Telecommunication.
Engineering mathematics.
Engineering-Data processing.
Statistics .
Computer science-Mathematics.
Mathematical statistics.
Data mining.
Communications Engineering, Networks.
Mathematical and Computational Engineering Applications.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Probability and Statistics in Computer Science.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Getting Started with Scientific Python
  • Probability
  • Statistics
  • Machine Learning
  • Notation.

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